Ximeng Liu
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(4)
πΊοΈ
Taxonomy Completionist
(24)
Conferences
AAAI (3)
IJCAI (2)
ICCV (1)
Top co-authors
Keywords
graph neural network
(2)
adversarial robustness
(2)
adversarial example
(2)
contrastive learning
(2)
adversarial attack
(2)
graph clustering
(1)
backdoor defense
(1)
unsupervised domain adaptation
(1)
pseudo labeling
(1)
graph representation
(1)
multi-view learning
(1)
backdoor attack
(1)
deep neural network
(1)
node classification
(1)
model ensemble
(1)
adversarial transferability
(1)
communication overhead
(1)
graph augmentation
(1)
graph autoencoder
(1)
graph contrastive learning
(1)
Papers
Adversarial-Inspired Backdoor Defense via Bridging Backdoor and Adversarial Attacks
AAAI 2025
Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement
AAAI 2025
Strategy-Architecture Synergy: A Multi-View Graph Contrastive Paradigm for Consistent Representations
IJCAI 2025
SRoUDA: Meta Self-Training for Robust Unsupervised Domain Adaptation
AAAI 2023
An Adaptive Model Ensemble Adversarial Attack for Boosting Adversarial Transferability
ICCV 2023
Globally Consistent Federated Graph Autoencoder for Non-IID Graphs
IJCAI 2023